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阿片类药物使用障碍中大麻使用的遗传学:全基因组关联和多基因风险评分研究。

Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study.

机构信息

Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada.

Department of Medicine, McMaster University, Hamilton, ON, Canada.

出版信息

PLoS One. 2023 Jul 26;18(7):e0289059. doi: 10.1371/journal.pone.0289059. eCollection 2023.

Abstract

BACKGROUND

Individuals with an Opioid Use Disorder (OUD) have increased rates of cannabis use in comparison to the general population. Research on the short- and long-term impacts of cannabis use in OUD patients has been inconclusive. A genetic component may contribute to cannabis cravings.

AIMS

Identify genetic variants associated with cannabis use through Genome-wide Association Study (GWAS) methods and investigate a Polygenic Risk Score (PRS). In addition, we aim to identify any sex differences in effect size for genetic variants reaching or nearing genome-wide significance in the GWAS.

METHODS

The study outcomes of interest were: regular cannabis use (yes/no) (n = 2616), heaviness of cannabis use (n = 1293) and cannabis cravings (n = 836). Logistic and linear regressions were preformed, respectively, to test the association between genetic variants and each outcome, regular cannabis use and heaviness of cannabis use. GWAS summary statistics from a recent large meta-GWAS investigating cannabis use disorder were used to conduct PRS's. Findings are limited to a European ancestry sample.

RESULTS

No genome-wide significant associations were found. Rs1813412 (chromosome 17) for regular cannabis use and rs62378502 (chromosome 5) for heaviness of cannabis use were approaching genome-wide significance. Both these SNPs were nominally significant (p<0.05) within males and females, however sex did not modify the association. The PRS identified statistically significant association with cannabis cravings. The variance explained by all PRSs were less than 1.02x10-2.

CONCLUSION

This study provides promising results in understanding the genetic contribution to cannabis use in individuals living with OUD.

摘要

背景

与普通人群相比,患有阿片类药物使用障碍(OUD)的个体大麻使用率更高。关于大麻在 OUD 患者中的短期和长期影响的研究尚无定论。遗传因素可能导致大麻成瘾。

目的

通过全基因组关联研究(GWAS)方法确定与大麻使用相关的遗传变异,并研究多基因风险评分(PRS)。此外,我们旨在确定 GWAS 中达到或接近全基因组显著水平的遗传变异的效应大小在性别方面是否存在差异。

方法

本研究的感兴趣的结果是:常规大麻使用(是/否)(n=2616)、大麻使用量(n=1293)和大麻渴望(n=836)。分别进行逻辑和线性回归,以测试遗传变异与每个结果(常规大麻使用和大麻使用量)之间的关联。使用最近一项大型元 GWAS 调查大麻使用障碍的 GWAS 汇总统计数据来进行 PRS。研究结果仅限于欧洲血统样本。

结果

未发现全基因组显著关联。rs1813412(染色体 17)与常规大麻使用有关,rs62378502(染色体 5)与大麻使用量有关,这两个 SNP 均接近全基因组显著水平。这两个 SNP 在男性和女性中均具有显著的统计学意义(p<0.05),但性别并未改变关联。PRS 与大麻渴望具有统计学显著的关联。所有 PRS 解释的方差均小于 1.02x10-2。

结论

这项研究为理解 OUD 个体中大麻使用的遗传贡献提供了有希望的结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3cdc/10370765/c7620006a563/pone.0289059.g001.jpg

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